IP2DM: integrated privacy-preserving data management architecture for smart grid V2G networks

被引:7
|
作者
Han, Wenlin [1 ]
Xiao, Yang [1 ,2 ]
机构
[1] Univ Alabama, Dept Comp Sci, Tuscaloosa, AL 35487 USA
[2] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
privacy preservation; smart grid security; V2G networks; homomorphic encryption; data management; search on encrypted data; mobile computing; security on mobile systems; KEYWORD RANKED SEARCH; SECURITY; AUTHENTICATION; ACCOUNTABILITY; MOBILITY;
D O I
10.1002/wcm.2740
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of battery vehicles, vehicle-to-grid (V2G) networks are becoming more and more important in smart grid. Although battery vehicles are environmentally friendly and flexible to use two-way communication and two-way electricity flow, they also raise privacy-preservation challenges, such as location and movement privacy. On the one hand, utility companies have to monitor the grid and analyze user data to control the power production, distribution, scheduling, and billing process, while typical users need to access their data later online. On the other hand, users are not willing to provide their personal data because they do not trust the system security of the utility companies where their data stored, and it may potentially expose their privacy. Therefore, in this paper, we study data management of V2G networks in smart grid with privacy-preservation to benefit both the customers and the utility companies. Both data aggregation and data publication of V2G networks are protected in the proposed architecture. To check its security, we analyze this architecture in several typical V2G networks attacks. We conduct several experiments to show that the proposed architecture is effective and efficient, and it can enhance user privacy protection while providing enough information for utility companies to analyze and monitor the grid. Copyright (C) 2016 John Wiley & Sons, Ltd.
引用
收藏
页码:2956 / 2974
页数:19
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